The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 25, 2025

Filed:

Nov. 29, 2021
Applicants:

Disney Enterprises, Inc., Burbank, CA (US);

Eth Zürich (Eidgenössische Technische Hochschule Zürich), Zürich, CH;

Inventors:

Derek Edward Bradley, Zurich, CH;

Prashanth Chandran, Zurich, CH;

Paulo Fabiano Urnau Gotardo, Zurich, CH;

Jeremy Riviere, Zurich, CH;

Sebastian Valentin Winberg, Zurich, CH;

Gaspard Zoss, Zurich, CH;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/045 (2023.01); G06N 3/047 (2023.01); G06N 3/048 (2023.01); G06N 3/08 (2023.01); G06T 5/60 (2024.01); G06T 5/77 (2024.01); G06T 7/11 (2017.01); G06T 11/00 (2006.01); G06T 11/60 (2006.01); G06T 13/40 (2011.01); G06T 15/00 (2011.01); G06T 15/50 (2011.01); G06V 10/82 (2022.01); G06V 40/16 (2022.01);
U.S. Cl.
CPC ...
G06T 5/77 (2024.01); G06N 3/08 (2013.01); G06T 15/503 (2013.01); G06V 40/165 (2022.01); G06V 40/171 (2022.01); G06T 2207/30201 (2013.01);
Abstract

Techniques are disclosed for generating photorealistic images of head portraits. A rendering application renders a set of images that include the skin of a face and corresponding masks indicating pixels associated with the skin in the images. An inpainting application performs a neural projection technique to optimize a set of parameters that, when input into a generator model, produces a set of projection images, each of which includes a head portrait in which (1) skin regions resemble the skin regions of the face in a corresponding rendered image; and (2) non-skin regions match the non-skin regions in the other projection images when the rendered set of images are standalone images, or transition smoothly between consecutive projection images in the case when the rendered set of images are frames of a video. The rendered images can then be blended with corresponding projection images to generate composite images that are photorealistic.


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